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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Informatik Lexical Semantics and Knowledge Representation in Multilingual Text Generation
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Lexical Semantics and Knowledge Representation in Multilingual Text Generation
Manfred Stede (Broschiert, Englisch)
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Beschreibung
In knowledge-based natural language generation, issues of formal knowledge representation meet with the linguistic problems of choosing the most appropriate verbalization in a particular situation of utterance. Lexical Semantics and Knowledge Representation in Multilingual Text Generation presents a new approach to systematically linking the realms of lexical semantics and knowledge represented in… a description logic. For language generation from such abstract representations, lexicalization is taken as the central step: when choosing words that cover the various parts of the content representation, the principal decisions on conveying the intended meaning are made. A preference mechanism is used to construct the utterance that is best tailored to parameters representing the context. Lexical Semantics and Knowledge Representation in Multilingual Text Generation develops the means for systematically deriving a set of paraphrases from the same underlying representation with the emphasis on events and verb meaning. Furthermore, the same mapping mechanism is used to achieve multilingual generation: English and German output are produced in parallel, on the basis of an adequate division between language-neutral and language-specific (lexical and grammatical) knowledge. Lexical Semantics and Knowledge Representation in Multilingual Text Generation provides detailed insights into designing the representations and organizing the generation process. Readers with a background in artificial intelligence, cognitive science, knowledge representation, linguistics, or natural language processing will find a model of language production that can be adapted to a variety of purposes. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
23.10.2012
Sprache
Englisch
EAN
9781461373599
Herausgeber
Springer US
Serien- oder Bandtitel
The Springer International Series in Engineering and Computer Science
Sonderedition
Nein
Autor
Manfred Stede
Seitenanzahl
219
Einbandart
Broschiert
Schlagwörter
Extension, artificial intelligence, cognitive science, description logic, intelligence, knowledge, knowledge representation, linguistics, modeling, natural language, natural language processing, semantics
Thema-Inhalt
UYQ - Künstliche Intelligenz
CFX - Computerlinguistik und Korpuslinguistik
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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